Generative Topographic Mapping for Dimension Reduction in Engineering Design.
Asha ViswanathAlexander I. J. ForresterAndy J. KeanePublished in: LION (2010)
Keyphrases
- engineering design
- dimension reduction
- generative topographic mapping
- principal component analysis
- artificial intelligence
- manifold learning
- feature extraction
- low dimensional
- feature selection
- design process
- high dimensional
- cluster analysis
- high dimensionality
- feature space
- dimensionality reduction
- high dimensional data
- linear discriminant analysis
- data sets
- preprocessing
- singular value decomposition
- unsupervised learning
- least squares
- data points
- data clustering
- pattern recognition
- machine learning
- data mining
- real world